Workshop program

09.00 - 09.15 Welcome + Opening

09.15 - 10.30 Session 1 (3 papers, 2x 30 min & 1x 15 min) (Chair: Núria Agell)

• Incremental Analogical Learning of Qualitative Representations for Quantity - Will Hancock, Walker Demel and Kenneth Forbus (30 min)
• Qualitative Models to learn about Star Properties, Star States, and the Balance between Fusion and Gravity - Bert Bredeweg and Marco Kragten (30 min)
• AI Birds: Obstacles for Reaching Human-Level Performance and a New Role for Qualitative Reasoning - Diedrich Wolter, Felix Haase and Alexandra Kirsch (15 min)

10.30 - 11.00 Break (coffee)

11.00 - 12.30 Session 2 (3 papers, 3x 30 min) (Chair: Diedrich Wolter)

• Qualitatively Constrained Control Policy Learning - Domen Šoberl and Jure žabkar (30 min)
• The Difficulty of Novelty Detection in Open-World Physical Domains: An Application to Angry Birds - Vimukthini Pinto, Cheng Xue, Chathura Gamage, Matthew Stephenson and Jochen Renz (30 min)
• Describing the Characteristics of Circular and Elliptical Motion using Qualitative Representations - Marco Kragten and Bert Bredeweg (30 min)

12.30 - 13.30 Break (lunch)

13.30 - 15.00 Session 3 (4 papers, 2x 30 min & 2x 15 min) (Chair: Ken Forbus)

• An Evaluation of ChatGPT's Qualitative Spatial Reasoning Capabilities in RCC-8 - Anthony Cohn (30 min)
• Grounding Causality in Bayesian Networks Using Qualitative Reasoning - Melanie Munch, Kamal Kansou, Bert Bredeweg, Cedric Baudrit and Pierre-Henri Wuillemin (30 min)
• KNACK v2: Using Analogical Generalization over Qualitative Representations for Quantitative Estimation - Walker Demel, Will Hancock and Kenneth Forbus (15 min)
• Learning Domain Knowledge and Systems Thinking using Qualitative Representations in Upper Secondary and Higher Education - Marco Kragten, Tessa Hoogma and Bert Bredeweg (15 min)

15.00 - 15.30 Break (coffee)

15.30 - 16.45 Session 4 (5 papers, 5x 15 min) (Chair: Johan de Kleer)

• Exploring Emotional Dimensions of Food Waste Perception - Konstantina Zacharaki, Jennifer Nguyen, Queralt Prat-i-Pubill and Núria Agell (15 min)
• Qualitative Monitoring of the Consequences of AI Solutions in Safety-Critical Systems - Mark Tappe, Benjamin Kelm, Oliver Niggemann and Stephan Myschik (15 min)
• Preliminary Experiments using LLMs for Design - John Maxwell III, Johan de Kleer, Ion Matei and Maksym Zhenirovsky (15 min)
• Building Domain Theories for Commonsense Reasoning from Language-Grounded Ontologies - Kenneth Forbus (15 min)
• Proposal for a Project on Knowledge-based Decision Support for Water Treatment - Peter Struss (15 min)

16.45 - 17.15 Business meeting - Reflection & Future plans